Stefan Rueger

3 papers · 2016–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

UAI (2) COLING (1)

Top co-authors

Shuang Ao (2) Advaith Siddharthan (2) Yulan He (1) Trung Huynh (1) Alistair Willis (1)

Research topics

Deep Learning (3) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

contrastive learning (1) text classification (1) uncertainty quantification (1) attention mechanism (1) natural language inference (1) natural language generation (1) convolutional neural network (1) recurrent neural network (1) failure detection (1) model reliability (1) confidence estimation (1) adverse drug reaction (1) network calibration (1) large language model (1) selective generation (1) miscalibration detection (1)

Papers

CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs UAI 2024 Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023 Adverse Drug Reaction Classification With Deep Neural Networks COLING 2016